12836 search results - page 465 / 2568 » Generalization Methods in Bioinformatics |
147
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WSC
1998
15 years 8 months ago
1998
In this paper, we investigate the problem of deriving precision estimates for bootstrap quantities within parametric families. Efron's [1992] jackknife-after-bootstrap is a s...
179
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IJCNN
2006
IEEE
16 years 25 days ago
2006
IEEE
We propose a new semi-supervised model selection method that is derived by applying the structural risk minimization principle to a recent semi-supervised generalization error bou...
169
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PDP
2010
IEEE
16 years 1 months ago
2010
IEEE
Abstract—We investigate the scalability of the hypergraphbased sparse matrix partitioning methods with respect to the increasing sizes of matrices and number of nonzeros. We prop...
182
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IJBRA
2007
15 years 6 months ago
2007
: For microarray based cancer classification, feature selection is a common method for improving classifier generalisation. Most wrapper methods use cross validation methods to eva...
158
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ICFCA
2009
Springer
16 years 1 months ago
2009
Springer
Abstract. In a previous ICFCA paper we have shown that, in the Description Logics EL and ELgfp, the set of general concept inclusions holding in a finite model always has a finit...